github-actions[bot] commented on PR #7927:
URL: https://github.com/apache/texera/pull/7927#issuecomment-5399508818

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `6b8027e` benchmarked on **this same runner**, so 
the delta is largely free of cross-runner hardware noise. The "7d avg" column 
still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/32761371728)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 381 | 0.232 | 25,141/40,612/40,612 us | 🔴 +13.7% / 
🔴 +188.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 933 | 0.57 | 103,587/146,121/146,121 us | 🟢 
-10.3% / 🔴 +51.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,080 | 0.659 | 918,525/1,021,997/1,021,997 us | 
⚪ within ±5% / 🔴 +9.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6b8027e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 381 tuples/sec | 431 tuples/sec | 863.81 
tuples/sec | -11.6% | -55.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.232 MB/s | 0.263 MB/s | 0.527 MB/s | -11.8% | 
-56.0% |
   | bs=10 sw=10 sl=64 | p50 | 25,141 us | 23,055 us | 11,488 us | +9.0% | 
+118.8% |
   | bs=10 sw=10 sl=64 | p95 | 40,612 us | 35,703 us | 14,067 us | +13.7% | 
+188.7% |
   | bs=10 sw=10 sl=64 | p99 | 40,612 us | 35,703 us | 17,591 us | +13.7% | 
+130.9% |
   | bs=100 sw=10 sl=64 | throughput | 933 tuples/sec | 925 tuples/sec | 1,127 
tuples/sec | +0.9% | -17.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.564 MB/s | 0.688 MB/s | +1.1% | 
-17.1% |
   | bs=100 sw=10 sl=64 | p50 | 103,587 us | 104,894 us | 89,893 us | -1.2% | 
+15.2% |
   | bs=100 sw=10 sl=64 | p95 | 146,121 us | 162,908 us | 96,506 us | -10.3% | 
+51.4% |
   | bs=100 sw=10 sl=64 | p99 | 146,121 us | 162,908 us | 104,915 us | -10.3% | 
+39.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,080 tuples/sec | 1,073 tuples/sec | 
1,156 tuples/sec | +0.7% | -6.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.659 MB/s | 0.655 MB/s | 0.705 MB/s | +0.6% 
| -6.6% |
   | bs=1000 sw=10 sl=64 | p50 | 918,525 us | 931,793 us | 886,448 us | -1.4% | 
+3.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,021,997 us | 1,006,406 us | 930,093 us | 
+1.5% | +9.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,021,997 us | 1,006,406 us | 963,104 us | 
+1.5% | +6.1% |
   
   </details>
   
   <details><summary>Raw CSV</summary>
   
   ```csv
   
config_idx,batch_size,schema_width,string_len,num_batches,total_ms,total_tuples,total_bytes,tuples_per_sec,mb_per_sec,lat_p50_us,lat_p95_us,lat_p99_us
   0,10,10,64,20,525.28,200,128000,381,0.232,25141.06,40611.58,40611.58
   1,100,10,64,20,2142.98,2000,1280000,933,0.570,103586.59,146120.58,146120.58
   
2,1000,10,64,20,18519.50,20000,12800000,1080,0.659,918524.54,1021996.82,1021996.82
   ```
   
   </details>
   


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